Real ChatGPT answer · index seedOf3KjYSCS1ccompleteFinance and banking · retirement accountscomparison

Compare Vanguard VOO versus Fidelity equivalent index funds for a retirement account rebalance I have to execute today.

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Vanguard VOO versus Fidelity equivalent index funds for a retirement account rebalance I have to execute today.
1 real search · 1 real-search pass
Vanguard VOO official expense ratio 0.03% 2026 fact sheet; Fidelity FXAIX official expense ratio 0.015% 2026; Fidelity FNILX expense ratio officialGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Vanguard VOO official expense ratio 0.03% 2026 fact sheet; Fidelity FXAIX official expense ratio 0.015% 2026; Fidelity FNILX expense ratio official Google ↗
  1. No minimum investment mutual funds · fidelity.com
  2. Presentation Title · institutional.fidelity.com
  3. Cheapest S&P 500 index funds in 2026, ranked by fee · qz.com
  4. Vanguard SandP 500 ETF · workplace.vanguard.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Vanguard VOO official expense ratio 0.03% 2026 fact sheet; Fidelity FXAIX official expense ratio 0.015% 2026; Fidelity FNILX expense ratio official
OBSERVED
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